Image Alignment Algorithm for Multi-projector Display System Based on Structured Light
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摘要: 为了解决多投影显示系统的图像对准问题,提出了一种基于结构光投影技术的对准算法.该算法通过求取等相位线的交点来建立投影机图像与相机拍摄图像间的映射关系,对于投影机图像上任一像素点,有水平和垂直2个相位值.在相机图像的水平相位展开图中找出与该点水平相位值相等的离散坐标点的位置,拟合出一条水平等相位线,同理,可以得到它的一条垂直等相位线;求出水平和垂直等相位线的交点,即为该点对应于相机图像中的像素点.该算法无需知道显示墙的解析表达式和相机的内部参数,适用于任意光滑的曲面显示墙.对准后图像与原始图像的对比实验表明:峰值信噪比达到27.904,结构相似度为0.972 4,说明该算法能有效提高图像的对准精度.Abstract: In order to solve the problem of image alignment in a multi-projector display system, an image alignment algorithm based on the structured light projection technique was proposed. The algorithm uses intersection points of phase-equal lines to establish the mapping relation between projector images and camera images. For an arbitrary pixel point on projector images, it has a horizontal phase value and a vertical phase value. In horizontal phase unwrapping diagram of camera images, a series of discrete coordinate points with a phase value equal to the horizontal phase value of this pixel point is found, and these discrete points are fit to a horizontal phase-equal line. In the same way, a vertical phase-equal line of the pixel point can be obtained. And the intersection point of the horizontal and vertical phase-equal lines is the pixel point on camera images corresponding to the projector pixel. The analytic expressions of display wall and the internal parameters of a camera are not necessary for the proposed algorithm, so the algorithm is suitable for curved display walls with arbitrary smooth surface. The comparison experiments between aligned images and original images show that the peak signal to noise ratio reaches 27.904 and the structure similarity is 0.972 4 to demonstrate that the proposed algorithm can improve image alignment accuracy effectively.
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RAIJ A, GILL G, MAJUMDER A, et al. PixelFlex2: a comprehensive, automatic, casually-aligned multi-projector display//Proceedings of IEEE International Workshop Projector-Camera System. Washington DC: IEEE Computer Society, 2003: 1-8. 王修晖,华炜,林海,等. 面向多投影显示墙的画面校正技术[J]. 软件学报,2007,18(11): 2955-2964. WANG Xiuhui, HUA Wei, LIN Hai, et al. Screen calibration techniques for multi-projector tiled display wall[J]. Journal of Software, 2007, 18(11): 2955-2964. SURATI R J. Scalable self-calibrating display technology for seamless large-scale displays. Cambridge: Massachusetts Institute of Technology, 1999. RASKER R, van BAAR J, WILLWACHER T. Quadric transfer for immersive curved display[J]. Computer Graphics Forum, 2004, 23(3): 451-460. CHEN H, SUKTHANKAR R, WALLACE G, et al. Calibrating scalable multi-projector displays using camera homography trees[J]. Computer Vision and Pattern Recognition, 2002, 15(4): 108-113. BHASKER E, JUANG R, MAJUMDER A. Registration techniques for using imperfect and partially calibrated devices in planar multi-projector displays[J]. IEEE Transactions on Visualization and Computer Graphics, 2007, 13(6): 1352-1359. HARVILLE M, CULBERTSON B, SOBEL I, et al. Practical method for geometric and photometric correction of tiled projector displays on curved surfaces//Proceedings of the 2006 Conference on Computer Vision and Pattern Recognition Workshop. Washington DC: IEEE Computer Society, 2006: 51-58. PHILIPPE T, SEBASTIEN R, MARTIN T. Multi-projectors for arbitrary surfaces without explicit calibration nor reconstruction//Fourth International Conference on 3D Digital Imaging and Modeling. Washington D.C.: IEEE Computer Society, 2003: 217-224. 王修晖,杨海波,林海. 多投影显示墙的几何校正[J]. 计算机辅助设计与图形学学报,2008,20(6): 707-712. WANG Xiuhui, YANG Haibo, LIN Hai. Geometry calibration for multi-projector tiled display wall[J]. Journal of Computer-aided Design & Computer Graphics, 2008, 20(6): 707-712. 彭俊毅,陈桓,戴树岭. 多通道投影图像的几何自动拼接技术[J]. 北京航空航天大学学报,2007,33(12): 1444-1447. PENG Junyi, CHEN Heng, DAI Shuling. Automatic geometry alignment for multi-projector image display wall[J]. Journal of Beijing University of Aeronautics and Astronautics, 2007, 33(12): 1444-1447. 王邦平,张军. 投影仪投影图象与计算机帧缓存图象之间象素几何位置对应关系精确获取方法:中国,CN200710050911.5. 2008-05-28. 张军,王邦平,李晓峰. 针对多投影仪显示墙画面校正的图像对准技术[J]. 中国图象图形学报,2011,16(2): 293-299. ZHANG Jun, WANG Bangping, LI Xiaofeng. Method of image alignment for calibration of multi-projector displays[J]. Journal of Image and Graphics, 2011, 16(2): 293-299. 闫利,郭勤. 高精度图像对准关键技术研究[J]. 红外与激光工程,2007,36(9): 231-233. YAN Li, GUO Qin. Study of high-accuracy image alignment key technologies[J]. Infrared and Laser Engineering, 2007, 36(9): 231-233. 黄淼,周志光,陶煜波,等. 基于数码相机参数还原的多屏拼接几何校正技术[J]. 计算机辅助设计与图形学学报,2010,22(10): 1803-1809. HUANG Miao, ZHOU Zhiguang, TAO Yubo, et al. Multi-projector display based on pre-correction of the camera[J]. Journal of Computer-Aided Design & Computer Graphics, 2010, 22(10): 1803-1809. 陈显峰. 机器视觉系统中图像对准方法的研究. 太原:太原理工大学,2010. 岳慧敏. 基于时间相位展开的三维轮廓测量研究. 成都:四川大学,2005. QIAN Kemao, WU Xiaoping. Modulation analysis based weithted least-squares approach for phase unwrapping[J]. Acta Photonica Sinica, 2001, 30(5): 585-588. 邵双运,苏显渝,张启灿,等. 调制度测量轮廓术在复杂面形测量中的应用[J]. 光学学报,2004,24(12): 1623-1628. SHAO Shuangyun, SU Xianyu, ZHANG Qican, et al. Application of modulation measurement profilometry in complex object shape measurement[J]. Acta Optica Sinica, 2004, 24(12): 1623-1628. ZHOU W, ALAN C B, HAMID R S, et al. Image quality assessment: from error visibility to structural similarity[J]. IEEE Transactions on Image Processing, 2004, 13(4): 600-612.
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